ChatGPT\u2019nin hayat\u0131m\u0131za girmesinin \u00fczerinden ge\u00e7en \u00fc\u00e7 y\u0131lda, \u00fcretken yapay zek\u00e2 teknolojileri i\u015f d\u00fcnyas\u0131nda ve g\u00fcnl\u00fck ya\u015famda k\u00f6kl\u00fc de\u011fi\u015fikliklere yol a\u00e7t\u0131. Mastercard Ekonomi Enstit\u00fcs\u00fc\u2019n\u00fcn\u00a0\u201c2026 Ekonomik G\u00f6r\u00fcn\u00fcm\u201d raporuna ve k\u00fcresel verilere dayanan analizine g\u00f6re, yapay zek\u00e2 kullan\u0131m\u0131 art\u0131k deneme a\u015famas\u0131n\u0131 ge\u00e7erek k\u00fcresel b\u00fcy\u00fcmenin merkezine yerle\u015fiyor.<\/p>\n
Mastercard Ekonomi Enstit\u00fcs\u00fc\u2019n\u00fcn (MEI) analizlerine g\u00f6re, yapay zek\u00e2 yat\u0131r\u0131mlar\u0131 ve adaptasyonu k\u00fcresel \u00f6l\u00e7ekte h\u0131z kazan\u0131yor. Rapora g\u00f6re, ABD\u2019de bilgi i\u015flem ekipmanlar\u0131na yap\u0131lan yat\u0131r\u0131mlar, g\u00fc\u00e7l\u00fc kurumsal talep ve elveri\u015fli vergi uygulamalar\u0131n\u0131n etkisiyle 2025\u2019in ilk yar\u0131s\u0131nda bir \u00f6nceki y\u0131la g\u00f6re %20\u2019den fazla art\u0131\u015f g\u00f6sterdi. MEI, 2026 y\u0131l\u0131nda daha derin yapay zek\u00e2 entegrasyonunun k\u00fcresel ekonomik b\u00fcy\u00fcmenin temel itici g\u00fcc\u00fc olaca\u011f\u0131n\u0131 \u00f6ng\u00f6r\u00fcyor. Enstit\u00fc taraf\u0131ndan geli\u015ftirilen\u00a0\u2018AI Enthusiasm Index\u2019\u00a0verileri, \u00fclkelerin ekonomik geli\u015fmi\u015flik d\u00fczeyi ile yapay zek\u00e2 adaptasyonu aras\u0131nda pozitif bir ili\u015fki oldu\u011funu ortaya koyuyor. Endekse g\u00f6re ABD ve Danimarka gibi geli\u015fmi\u015f ekonomiler zirvede yer al\u0131rken; T\u00fcrkiye, G\u00fcney Kore, \u0130talya ve \u0130spanya gibi \u00fclkeler yapay zek\u00e2 benimsenmesinde son d\u00f6nemde en g\u00fc\u00e7l\u00fc ivmeyi yakalayan ve h\u0131zla y\u00fckselen pazarlar aras\u0131nda dikkat \u00e7ekiyor.\u00a0<\/p>\n
Sizin yerinize al\u0131\u015fveri\u015f yapan\u00a0\u201cyapay zek\u00e2 asistanlar\u0131\u201d d\u00f6nemi ba\u015fl\u0131yor<\/strong><\/p>\n Yapay zek\u00e2 bug\u00fcne kadar verileri taray\u0131p desenleri ortaya \u00e7\u0131karmakta ustala\u015fm\u0131\u015ft\u0131. Ancak teknolojinin bir sonraki ad\u0131m\u0131, \u00f6\u011frendiklerini kullanarak “muhakeme yapabilen” ve kullan\u0131c\u0131 ad\u0131na eyleme ge\u00e7ebilen sistemler in\u015fa etmek.\u00a0\u201cYapay Zek\u00e2 Asistan\u0131\u201d (Agentic AI) olarak adland\u0131r\u0131lan bu teknoloji, ticareti yeniden \u015fekillendiriyor.<\/p>\n Eski nesil yapay zek\u00e2, bir seyahat plan\u0131nda sadece u\u00e7u\u015f listesini sunarken; yeni nesil yapay zek\u00e2 asistanlar\u0131, kullan\u0131c\u0131n\u0131n zaman, maliyet, koltuk tercihi ve havayolu sadakat puanlar\u0131n\u0131 dikkate alarak en uygun u\u00e7u\u015fu se\u00e7ip rezervasyonu kullan\u0131c\u0131 ad\u0131na tamamlayabiliyor. \u00dcstelik bu tercihleri bir sonraki seyahat i\u00e7in haf\u0131zas\u0131nda tutuyor.<\/p>\n Bu sistemlerin g\u00fcvenli \u00e7al\u0131\u015fmas\u0131, \u00f6rne\u011fin bir i\u015fletmenin yanl\u0131\u015fl\u0131kla 300 koli tuvalet k\u00e2\u011f\u0131d\u0131 sipari\u015f etmesi gibi hatalar\u0131n \u00f6n\u00fcne ge\u00e7ilmesi i\u00e7in s\u0131k\u0131 denetim mekanizmalar\u0131 gerekiyor. Mastercard, bu alandaki g\u00fcveni tesis etmek amac\u0131yla ge\u00e7en y\u0131l global \u00f6l\u00e7ekte\u00a0\u201cAgent Pay\u201d program\u0131n\u0131 ba\u015flatt\u0131. Program, yapay zek\u00e2 asistanlar\u0131 arac\u0131l\u0131\u011f\u0131yla yap\u0131lan ticaretin (agentic commerce) botlar\u0131n m\u00fcdahalesi olmadan, g\u00fcvenli raylar \u00fczerinde ger\u00e7ekle\u015fmesini sa\u011flayan bir kabul \u00e7er\u00e7evesi sunuyor. 2026 y\u0131l\u0131nda, tek bir g\u00f6revi yerine getirmek i\u00e7in birlikte \u00e7al\u0131\u015fan \u00e7oklu asistan sistemlerinin (multi-agent systems) yayg\u0131nla\u015fmas\u0131 bekleniyor.<\/p>\n KOB\u0130\u2019ler ve finansal kapsay\u0131c\u0131l\u0131k i\u00e7in f\u0131rsat e\u015fitli\u011fi<\/strong><\/p>\n Yapay zek\u00e2 sadece dev \u015firketlerin de\u011fil, k\u00fc\u00e7\u00fck i\u015fletmelerin de verimlili\u011fini art\u0131r\u0131yor. Microsoft Digital Doors etkinli\u011finde payla\u015f\u0131lan verilere g\u00f6re; sat\u0131\u015f modellerini analiz eden yapay zek\u00e2 ara\u00e7lar\u0131n\u0131 kullanan k\u00fc\u00e7\u00fck i\u015fletmeler, %50 daha fazla nitelikli potansiyel m\u00fc\u015fteri (lead) elde ederken, d\u00f6n\u00fc\u015f\u00fcm oranlar\u0131n\u0131 %20-30 art\u0131rabiliyor. \u0130\u015fletme sahiplerinin %78’i yapay zek\u00e2n\u0131n kendilerine zaman kazand\u0131rd\u0131\u011f\u0131n\u0131 belirtiyor.<\/p>\n Teknoloji ayn\u0131 zamanda finansal kapsay\u0131c\u0131l\u0131k alan\u0131nda da devrim yarat\u0131yor. Mastercard Kapsay\u0131c\u0131 B\u00fcy\u00fcme Merkezi taraf\u0131ndan desteklenen ve Kolombiya merkezli bir giri\u015fim olan Quipu, geleneksel banka hesab\u0131 olmayan i\u015fletme sahiplerine yapay zek\u00e2 destekli mikro krediler sunuyor. Latin Amerika’da i\u015fletme sahiplerinin yakla\u015f\u0131k \u00fc\u00e7te biri kay\u0131t d\u0131\u015f\u0131 ekonomide yer al\u0131yor ve banka ge\u00e7mi\u015fleri olmad\u0131\u011f\u0131 i\u00e7in kredi alam\u0131yor. Quipu, yapay zek\u00e2y\u0131 kullanarak bu giri\u015fimcilerin kredi notunu sosyal medya payla\u015f\u0131mlar\u0131, envanter verileri ve ger\u00e7ek zamanl\u0131 i\u015flemler gibi alternatif veriler \u00fczerinden hesapl\u0131yor. 2021’den bu yana 26.000 giri\u015fimciye 5 milyon dolar kredi da\u011f\u0131t\u0131ld\u0131.<\/p>\n Siber tehditlere kar\u015f\u0131 \u201cinsan ve yapay zek\u00e2\u201d i\u015f birli\u011fi<\/strong><\/p>\n Yapay zek\u00e2 ara\u00e7lar\u0131n\u0131n yayg\u0131nla\u015fmas\u0131, siber g\u00fcvenlik risklerini de beraberinde getiriyor. Mastercard taraf\u0131ndan d\u00fcnya genelinde 13.000 t\u00fcketiciyle yap\u0131lan bir ankete g\u00f6re, t\u00fcketicilerin bir numaral\u0131 korkusu yapay zek\u00e2 ile \u00fcretilmi\u015f sahte i\u00e7erikler (deepfake vb.) oldu. Kat\u0131l\u0131mc\u0131lar\u0131n sadece %13’\u00fc bu t\u00fcr sahte i\u00e7erikleri ay\u0131rt edebilece\u011fine g\u00fcveniyor.<\/p>\n Siber su\u00e7lular\u0131n yapay zek\u00e2 destekli oltalama (phishing) e-postalar\u0131 ve deepfake videolar\u0131yla daha inand\u0131r\u0131c\u0131 hale geldi\u011fine dikkat \u00e7eken uzmanlar, savunma taraf\u0131nda da yapay zek\u00e2n\u0131n kritik rol oynad\u0131\u011f\u0131n\u0131 belirtiyor. Mastercard uzmanlar\u0131 da doland\u0131r\u0131c\u0131lar\u0131n s\u00fcrekli de\u011fi\u015fen y\u00f6ntemlerine ve artan yarat\u0131c\u0131l\u0131klar\u0131na dikkat \u00e7ekerek, yeni doland\u0131r\u0131c\u0131l\u0131k trendlerinin \u00f6n\u00fcne ge\u00e7mek i\u00e7in g\u00fcvenlik \u00e7\u00f6z\u00fcmlerinin de aral\u0131ks\u0131z geli\u015ftirilmesi gerekti\u011fini vurguluyor.<\/p>\n Uzmanlara g\u00f6re tablonun umut verici taraf\u0131, sald\u0131rganlar\u0131n yapay zek\u00e2y\u0131 \u00e7o\u011funlukla eski doland\u0131r\u0131c\u0131l\u0131k y\u00f6ntemlerini modernize etmek i\u00e7in kullan\u0131yor olmas\u0131. Mastercard ise siber g\u00fcvenlik alan\u0131ndaki k\u00f6kl\u00fc deneyimi ve yat\u0131r\u0131mlar\u0131yla, yapay zek\u00e2y\u0131 savunma \u00fcr\u00fcnlerine entegre ederek tehditlerin bir ad\u0131m \u00f6n\u00fcnde yer al\u0131yor. Dijital ekosistemde g\u00fcven unsurunu stratejisinin temeline koyan \u015firket, bu teknolojileri daha eri\u015filebilir k\u0131larak koruma kalkan\u0131n\u0131 geni\u015fletiyor. Bu noktada insan fakt\u00f6r\u00fc de yads\u0131namaz bir \u00f6neme sahip. Yapay zek\u00e2ya ger\u00e7ek hayat ba\u011flam\u0131 kazand\u0131ran ve yeni kurallar\u0131 tan\u0131mlayan insan zek\u00e2s\u0131, teknolojinin etkinli\u011fini art\u0131ran en b\u00fcy\u00fck g\u00fc\u00e7 olarak \u00f6ne \u00e7\u0131k\u0131yor.<\/p>\n \u00a0<\/p>\n \u00a0<\/p>\n \u00a0<\/p>\n Kaynak: (BYZHA) Beyaz Haber Ajans\u0131<\/p>\n","protected":false},"excerpt":{"rendered":" ChatGPT\u2019nin hayat\u0131m\u0131za girmesinin \u00fczerinden ge\u00e7en \u00fc\u00e7 y\u0131lda, \u00fcretken yapay zek\u00e2 teknolojileri i\u015f d\u00fcnyas\u0131nda ve g\u00fcnl\u00fck ya\u015famda k\u00f6kl\u00fc de\u011fi\u015fikliklere yol a\u00e7t\u0131.<\/p>\n","protected":false},"author":1,"featured_media":40736,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[72,395,1041,920,213],"class_list":["post-40735","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","tag-ekonomi","tag-is","tag-tek","tag-veriler","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/posts\/40735","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/comments?post=40735"}],"version-history":[{"count":1,"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/posts\/40735\/revisions"}],"predecessor-version":[{"id":40737,"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/posts\/40735\/revisions\/40737"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/media\/40736"}],"wp:attachment":[{"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/media?parent=40735"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/categories?post=40735"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bihavadis.com\/index.php\/wp-json\/wp\/v2\/tags?post=40735"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}